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井上 克巳 研究室
Showing the original Japanese · View translation
機械学習と知識表現・推論を統合し、信頼できるAIを目指す研究室。
AboutAbout the lab
学習と推論を結んで、信頼できるAIへ。
井上研究室は、
今後は
研究は
所属する
大学院から
Key terms
- 記号推論
- 論理式で
表した 前提知識や 仮定から 論理的な 帰結を 導き、 正しい 決定を 行う 推論 - ニューロシンボリックAI
- ニューラルネットワークに
よる 数値計算と、 記号推論を 融合した AI - ロバスト性
- ノイズへの
耐性。 記号推論では 欠けがちで、 機械学習との 融合で 補えると している
ResearchResearch themes
深層学習モデルや
信頼できる説明可能なAI
AIを
記号推論と機械学習の融合
記号推論は
*Illustrative image制約を取り入れた信頼されるAI
目標や
MembersFaculty
- Affiliated Professor井上 克巳
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “GEORGE BOOLE (Father of Symbolic Logic) REF-106865” William Murphy / CC BY-SA 2.0 (cropped)
- 制約を
取り入れた 信頼される AI: “Wikimedia Foundation Servers-8055 08” Victorgrigas / CC BY-SA 3.0 (cropped) - Related lab (伊藤 毅志 研究室): “Kyoto Shogi-initial position” Surligne / CC BY-SA 4.0 (cropped)
- Related lab (柴田 淳司 研究室): “Robots and Kids” Draganzivancevic / CC BY-SA 4.0 (cropped)
- Related lab (坂本 真樹 研究室): “Denim fabric 05 (Rico Cilliers and colormass via Poly Haven)” Rico Cilliers (Processing) colormass (Photography) / CC0 (cropped)
- Related lab (植野 真臣 研究室): “Bayesian network” Sachs K, Gifford D, Jaakkola T, Sorger P, Lauffenburger DA. / CC BY-SA 4.0 (cropped)
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